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python3

python3 实践

  1. Hello World!
  2. 数字游戏
  3. 字符串方法(内置函数)
  4. 序列方法(列表,元组内置函数)
  5. 函数
  6. 字典
  7. 文件
  8. pickle
  9. 继承(fish)
  10. 计时器(timer)
  11. 爬取有道词典翻译
  12. 代理ip查询

Fluent Python

data structures

  1. list is not the only answer(arrays, memoryview, numpy and scipy, deque, asyncio, multiprocessing)

function as object

  1. list comprehension can replace (map, filter, reduce function)
  2. reduce is not built-in function in Python3(from fuctools import reduce)
  3. decorators

python start

  1. remove ad text
  2. 21 point

python machine algorithm

  1. KNN

Numpy

  1. description
  2. array structure

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python3 实践

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  • Jupyter Notebook 95.6%
  • Python 4.4%